humanizer SKILL.md skillA
humanizer from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borda/ai-rig/humanizer@git:20261028.befaa29Pins git:20261028.befaa29 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borda/ai-rig
- Path
plugins/cc_foundry/skills/humanizer/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261028.befaa29, committed Oct 28, 2026
- First version recorded
- Jul 21, 2026
- Size
- 7,629 bytes
- Repository stars
- 31
- License
- Apache-2.0
Strip AI-writing tells from prose destined for humans — docs, PR/commit bodies, reports, release notes, blog posts, Slack/email drafts. Removes LLM-vocabulary clichés (delve, boasts, testament, underscore, robust, tapestry...), banned constructions (not just X but Y, rule-of-three triads, "-ing" superficial-analysis clauses, vague-attribution weasel words), and formatting tells (title-case headings, mechanical bolding, em-dash overuse, curly quotes, bare-bullet inline-header lists). TRIGGER…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<objective> Detect and remove statistical AI-writing fingerprints from human-facing prose before it ships. Grounded in Wikipedia's crowd-sourced AI-detection corpus (`Wikipedia:Signs of AI writing`) — a maintained list of vocabulary, syntax, and formatting patterns over-represented in LLM output vs human baseline. Apply as a final pass, not a rewrite-from-scratch: preserve meaning, facts, structure; only excise the tells. </objective> <inputs> - **text or file path to humanize**: optional. Inline text, or a file path (Markdown/plain text) to edit in place. - **check `<file>`**: read-only mode — report findings, no editing. - No argument: humanize the draft already composed earlier this turn (self-review pass) — only reachable when the model chooses to invoke this skill mid-task; no platform hook guarantees a pre-send interception, so treat this path as best-effort, not a hard gate. </inputs> <workflow> ## 1. Load the target text - Inline text: work on it directly, no file I/O. - File path: `Read` the file. …
Read the whole file at its exact version.
How to install
mdr add borda/ai-rig/humanizer@sha256:6f3a31d1d56db370The line at the top of this page pins the label git:20261028.befaa29, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_wsovcfpzglccxbst)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Jul 21, 2026 and Oct 28, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.befaa29 latest | 2026-10-28 | befaa29 | 7,629 B | A | view · diff |
| git:20261021.076157a | 2026-10-21 | 076157a | 7,587 B | A | view · diff |
| git:20261021.7b6ff28 | 2026-10-21 | 7b6ff28 | 7,209 B | A | view · diff |
| git:20260923.39e3a48 | 2026-09-23 | 39e3a48 | 6,895 B | A | view · diff |
| git:20260918.49b4239 | 2026-09-18 | 49b4239 | 6,329 B | A | view · diff |
| git:20260821.d979319 | 2026-08-21 | d979319 | 6,434 B | A | view · diff |
| git:20260806.848a170 | 2026-08-06 | 848a170 | 6,436 B | A | view · diff |
| git:20260721.0818ed3 | 2026-07-21 | 0818ed3 | 6,602 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7629 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
borda/ai-rig · 31 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wsovcfpzglccxbst GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/humanizer GET https://markdownregistry.com/api/v1/blob/6f3a31d1d56db370044071336beb0fc5f918615bbfff215254ffb666e5f5e1b7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.